Bilinear Optimal Control of an Advection-Reaction-Diffusion System
نویسندگان
چکیده
We consider the bilinear optimal control of an advection-reaction-diffusion system, where arises as velocity field in advection term. Such a problem is generally challenging from both theoretical analysis and algorithmic design perspectives, mainly because state variable depends nonlinearly on and, additional divergence-free constraint coupled together with equation. Mathematically, proof existence solutions delicate, up to now, only some results have been known for few special cases restrictions are imposed space dimension regularity control. prove controls derive first-order optimality conditions general settings without any extra assumptions. Computationally, well-known conjugate gradient (CG) method can be applied conceptually. However, due nonlinear relation between variables, it compute stepsize at each CG iteration, thus nontrivial implement method. To address these issues, we advocate fast inner preconditioned ensure efficient inexactness strategy determine appropriate stepsize. An easily implementable nested proposed solving such complicated problem. For numerical discretization, combine finite difference methods time discretization element discretization. Efficiency promisingly validated by preliminary experiments.
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ژورنال
عنوان ژورنال: Siam Review
سال: 2022
ISSN: ['1095-7200', '0036-1445']
DOI: https://doi.org/10.1137/21m1389778